| Compressed sensing: theory and applications YC Eldar, G Kutyniok Cambridge university press, 2012 | 3146 | 2012 |
| ChatGPT for good? On opportunities and challenges of large language models for education E Kasneci, K Seßler, S Küchemann, M Bannert, D Dementieva, F Fischer, ... Learning and individual differences 103, 102274, 2023 | 3047 | 2023 |
| Introduction to compressed sensing. MA Davenport, MF Duarte, YC Eldar, G Kutyniok Compressed sensing, 1-64, 2012 | 774 | 2012 |
| Sparse multidimensional representation using shearlets D Labate, WQ Lim, G Kutyniok, G Weiss Wavelets XI 5914, 254-262, 2005 | 650 | 2005 |
| Frames of subspaces PG Casazza, G Kutyniok Contemporary Mathematics 345, 87-114, 2004 | 646 | 2004 |
| Finite frames: Theory and applications PG Casazza, G Kutyniok Springer Science & Business Media, 2012 | 596 | 2012 |
| Fusion frames and distributed processing PG Casazza, G Kutyniok, S Li Applied and computational harmonic analysis 25 (1), 114-132, 2008 | 445 | 2008 |
| Sparse multidimensional representations using anisotropic dilation and shear operators K Guo, G Kutyniok, D Labate Wavelets and splines 14, 189-201, 2006 | 439 | 2006 |
| Shearlets: Multiscale analysis for multivariate data G Kutyniok, D Labate Springer Science & Business Media, 2012 | 437 | 2012 |
| Resolution of the wavefront set using continuous shearlets G Kutyniok, D Labate Transactions of the American Mathematical Society 361 (5), 2719-2754, 2009 | 335 | 2009 |
| A Haar wavelet-based perceptual similarity index for image quality assessment R Reisenhofer, S Bosse, G Kutyniok, T Wiegand Signal Processing: Image Communication 61, 33-43, 2018 | 332 | 2018 |
| Optimal approximation with sparsely connected deep neural networks H Bolcskei, P Grohs, G Kutyniok, P Petersen SIAM Journal on Mathematics of Data Science 1 (1), 8-45, 2019 | 310 | 2019 |
| Compactly supported shearlets are optimally sparse G Kutyniok, WQ Lim Journal of Approximation Theory 163 (11), 1564-1589, 2011 | 304 | 2011 |
| Graphical models concepts in compressed sensing. A Montanari, YC Eldar, G Kutyniok Compressed Sensing, 394-438, 2012 | 250 | 2012 |
| A theoretical analysis of deep neural networks and parametric PDEs G Kutyniok, P Petersen, M Raslan, R Schneider Constructive Approximation 55 (1), 73-125, 2022 | 228 | 2022 |
| Construction of compactly supported shearlet frames P Kittipoom, G Kutyniok, WQ Lim Constructive Approximation 35, 21-72, 2012 | 226 | 2012 |
| Shearlab 3D: Faithful digital shearlet transforms based on compactly supported shearlets G Kutyniok, WQ Lim, R Reisenhofer ACM Transactions on Mathematical Software (TOMS) 42 (1), 1-42, 2016 | 223 | 2016 |
| Error bounds for approximations with deep ReLU neural networks in norms I Gühring, G Kutyniok, P Petersen Analysis and Applications 18 (05), 803-859, 2020 | 209 | 2020 |
| RadioUNet: Fast radio map estimation with convolutional neural networks R Levie, Ç Yapar, G Kutyniok, G Caire IEEE Transactions on Wireless Communications 20 (6), 4001-4015, 2021 | 200 | 2021 |
| The modern mathematics of deep learning J Berner, P Grohs, G Kutyniok, P Petersen arXiv preprint arXiv:2105.04026 78, 2021 | 190 | 2021 |
